The three real datasets that we experiment with are: Animals with Attributes (AWA) [1]}, SUN scene attributes (SUN) [2]} and the RGB-D Objects dataset [3]}. These datasets capture a wide array of categories (animals, indoor and outdoor scenes, household objects, ) and attributes (parts, habitats, shapes, materials, ). Both categories and attributes are annotated in these datasets.
